Michaël Defferrard

fma. FMA: A Dataset For Music Analysis

cnn_graph. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

ntds_2016. Material for the EPFL master course "A Network Tour of Data Science", edition 2016.

pygsp_tutorial_graphsip. Graph signal processing tutorial, presented at the GraphSiP summer school.

ntds_2019. Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

ntds_2017. Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

ntds_2018. Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

python_tour_of_data_science. A Python Tour of Data Science

dlaudio. Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

giin. Graph-based Image Inpainting

learning-from-graphs-webconf2021. Learning from Graphs: From Mathematical Principles to Practical Tools

dotfiles. my dotfiles

atcsim. Air Traffic Control simulation, a C++11 learning experience

terrain. OpenGL generated scene

paper-cnn-graph-recurrent-iclr2017. Structured Sequence Modeling with Graph Convolutional Recurrent Networks

saga. Mini-batch and distributed SAGA

dlaudio_report. Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (report)

paper-fma-challenge-webconf2018. Learning to Recognize Musical Genre from Audio, Challenge Overview

srfsp. Super-resolution for mass spectrometry

paper-fma-ismir2017. FMA: A Dataset For Music Analysis

dlaudio_results. Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (results)

paper-cheblienet. ChebLieNet: Invariant spectral graph NNs turned equivariant by Riemannian geometry on Lie groups

gsp-summer-school-2016. Organization of a Graph Signal Processing Summer School

homepage. https://deff.ch

cv. Curriculum Vitae

paper-cryoem-orientation-recovery. Learning to recover orientations from projections in single-particle cryo-EM

paper-cnn-graph-nips2016. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering